Instructions to use Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX # Run inference directly in the terminal: llama cli -hf Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX # Run inference directly in the terminal: llama cli -hf Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX # Run inference directly in the terminal: ./llama-cli -hf Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX # Run inference directly in the terminal: ./build/bin/llama-cli -hf Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX
Use Docker
docker model run hf.co/Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX
- LM Studio
- Jan
- Ollama
How to use Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX with Ollama:
ollama run hf.co/Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX
- Unsloth Desktop
- Docker Model Runner
How to use Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX with Docker Model Runner:
docker model run hf.co/Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX
- Lemonade
How to use Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Geometric-AI/DeepSeek-V4-Flash-0731-ROCmFP3-MIX
Run and chat with the model
lemonade run user.DeepSeek-V4-Flash-0731-ROCmFP3-MIX-{{QUANT_TAG}}List all available models
lemonade list
- Atomic Chat
Commit History
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card: whole-file bits-per-weight (2.766 vs reference 2.88 at equal score)
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card: publish both serving configs with measured quality/speed tradeoff
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card: clean v3-only read
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card: v3 leads (98.29 GB, 17/17 + 82/92 held-out, 96GiB window)
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add v1's REQUIRED gumix sidecar (was missing)
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v3: 98.29 GB, 17/17 COMPSEC + 82/92 held-out, fits Strix 96GiB window
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Upload README.md with huggingface_hub
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docs: warn against --ds4-expert-top-k 4 on this adaptive artifact
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fix: correct the published sha256 (was a pre-release build's hash)
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Rebuild rotation-free: the decoder does not implement rotation, so the previous file could not load
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Option 1: qtype-105 adaptive down-experts, codebooks embedded in the GGUF
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initial commit
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